Python: Data Cleaning Techniques

Python Fundamentals
Python in Plain English
4 min readMar 26, 2024

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Data cleaning is an essential step in the data preprocessing pipeline for any data science or analytics project. Messy, inconsistent, or missing data can lead to inaccurate insights and model predictions. In this article, we’ll explore the fundamentals of data cleaning using Python and provide you with practical code examples.

Why Data Cleaning Matters

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